| 变时滞Recurrent神经网络同态稳定性 |
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| 引用本文： | 孙小淇,王林山.变时滞Recurrent神经网络同态稳定性[J].聊城大学学报(自然科学版),2010,23(4). |
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| 作者姓名： | 孙小淇 王林山 |
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| 作者单位： | 中国海洋大学数学科学学院; |
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| 基金项目： | 国家自然科学基金资助项目 |
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| 摘 要： | 基于线性矩阵不等式,利用Lyapunov泛函的方法,对变时滞Recurrent神经网络同态稳定性进行了研究,给出了不需要调整参数矩阵,易于验证同态稳定性的判据.
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| 关 键 词： | Recurrent神经网络 变时滞 同态稳定性 Lyapunov泛函 线性矩阵不等式 |
Co-Stability of Recurrent Neural Networks with Variable Delays |
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| SUN Xiao-qi,WANG Lin-shan.Co-Stability of Recurrent Neural Networks with Variable Delays[J].Journal of Liaocheng University:Natural Science Edition,2010,23(4). |
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| Authors: | SUN Xiao-qi WANG Lin-shan |
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| Institution: | SUN Xiao-qi WANG Lin-shan (Department of Mathematics,Ocean University of China,Qingdao 266100,China) |
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| Abstract: | In the paper,the co-stability of recurrent neural networks with variable delays is discussed by using linear matrix inequality,Lyapunov functional,and the easier criterion of the co-stability is obtained. |
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| Keywords: | recurrent neural networks variable delays linear matrix inequality Lyapunov functional co-stability |
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